Triple
T11058953
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Huambo |
E261453
|
entity |
| Predicate | controlledBy |
P1715
|
FINISHED |
| Object | MPLA |
E821003
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: MPLA | Statement: [Huambo, controlledBy, MPLA]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: MPLA Context triple: [Huambo, controlledBy, MPLA]
-
A.
MPLA
The MPLA (People's Movement for the Liberation of Angola) is a Marxist-origin political party and former liberation movement that became Angola's ruling party after independence.
-
B.
FRELIMO
FRELIMO (Frente de Libertação de Moçambique) is the Mozambican liberation movement-turned-political party that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since independence.
-
C.
UNITA
UNITA (National Union for the Total Independence of Angola) was a major Angolan rebel movement and political organization that fought against the MPLA-led government during and after the country’s struggle for independence and throughout the Angolan Civil War.
-
D.
Popular Movement for the Liberation of Angola
chosen
The Popular Movement for the Liberation of Angola (MPLA) is a major Angolan political party and former Marxist–Leninist guerrilla movement that led the struggle for independence from Portuguese colonial rule and has dominated the country’s politics since 1975.
-
E.
Front for the Liberation of the Enclave of Cabinda
The Front for the Liberation of the Enclave of Cabinda (FLEC) is a separatist organization that has long sought independence for the oil-rich Angolan exclave of Cabinda through political and armed struggle.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa98650481908609c7c56bfa7902 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d798a4f3f88190a29710f64cef9d25 |
completed | April 9, 2026, 12:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e441a5b5a481908a6fdf5f8e9bca8b |
completed | April 19, 2026, 2:44 a.m. |
Created at: April 8, 2026, 9:26 p.m.